Stochastic fault diagnosability in parity spaces

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 35, Issue 1, 2002, Pages 41-46

  Gustafsson, F ^a  

^a LINKÖPING UNIVERSITY   (Sweden)

Author keywords

Adaptive filters; Diagnosis; Fault detection; Kalman filtering; Linear systems

Indexed keywords

ADAPTIVE FILTERING; ADAPTIVE FILTERS; AUTOMATION; DIAGNOSIS; KALMAN FILTERS; LINEAR SYSTEMS; STATE SPACE METHODS; STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

FAULT DETECTION AND DIAGNOSIS; FAULT DETECTION AND ISOLATION; KALMAN-FILTERING; PARITY SPACE APPROACH; PERFORMANCE OPTIMIZATIONS; STATE - SPACE MODELS; STOCHASTIC FAULTS; STOCHASTIC SETTINGS;

FAULT DETECTION;

EID: 84945567982     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20020721-6-es-1901.00738     Document Type: Conference Paper

References (10)

1. Basseville, M. and I.V. Nikiforov (1993). Detection of abrupt changes: theory and application. Information and system science series. Prentice Hall. Englewood Cliffs, NJ.
2. Chiang, L.H., E.L. Russell and R.D. Braatz (2001). Fault Detection and Diagnosis in Industrial Systems. Springer.
3. Chow, E.Y. and A.S. Willsky (1984).
4. Analytical redundancy and the design of robust failure detection systems. IEEE Transactions on Automatic Control 29(7), 603-614.
5. Ding, X., L. Guo and T. Jeinsch (1999). A characterization of parity space and its application to robust fault detection. IEEE Transactions on Automatic Control 44(2), 337-343.
6. Dunia, R. and S.J. Qin (1998). Joint diagnosis of process and sensor faults using principal component analysis. Control Engineering Practice 6, 457-469.
7. Gertler, J. (1997). Fault detection and isolation using parity relations. Control Engineering Practice 5(5), 653-661.
8. Gertler, J.J. (1998). Fault Detection and Diagnosis in Engineering Systems. Marcel Dekker, Inc.
9. Gustafsson, F. (2001). Stochastic observability and fault diagnosis of additive changes in state space models. In: ICASSP'01.
10. Keller, J.Y. (1999). Fault isolation filter design for linear stochastic systems. Automatica 35(10), 1701-1706.